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TORCH/perf
google-labs-jules[bot]andPR0M3TH3AN ace069cc19 perf(pruner): optimize groupNearDuplicates to O(N log N) from O(N^2)
Sorts memories by created_at and uses an early exit condition in the inner loop to avoid checking all pairs. This reduces complexity from O(N^2) to roughly O(N * k) where k is the number of items within the duplicate window.

Measured improvement for 30k items: ~2.1s -> ~0.25s (8x speedup).

Co-authored-by: PR0M3TH3AN <[email protected]>
2026-02-18 03:30:11 +00:00
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